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% Mon Sep  4 09:30:18 2023
\begin{table}[ht]
\centering
\caption{Prevalance (\%) of policy areas in sentences classified as nostalgic} 
\label{tab:nostalgia_policyareas}
\begingroup\footnotesize
\begin{tabular}{p{0.4\textwidth}p{0.1\textwidth}p{0.05\textwidth}p{0.05\textwidth}p{0.05\textwidth}p{0.05\textwidth}p{0.05\textwidth}p{0.05\textwidth}p{0.05\textwidth}}
  \hline
Policy Area & Type & Mean & Dict. & Dict. + Emb. & Dict. + Sent. & Dict. + Emb. + Sent. & SVM & BERT \\ 
  \hline
Culture & Culture & 21.7 & 18.0 & 9.1 & 21.9 & 10.8 & 31.4 & 38.9 \\ 
  National Way of Life & Culture & 8.3 & 7.6 & 5.3 & 8.3 & 5.6 & 11.5 & 11.7 \\ 
  Environmental Protection & Other & 6.3 & 7.6 & 7.8 & 7.8 & 7.9 & 3.9 & 2.9 \\ 
  Multiculturalism & Culture & 5.2 & 3.4 & 2.8 & 3.5 & 2.8 & 9.1 & 9.6 \\ 
  Education Expansion & Other & 4.0 & 3.2 & 3.9 & 3.6 & 4.6 & 5.2 & 3.6 \\ 
  Welfare State Expansion & Other & 3.8 & 4.2 & 6.0 & 3.4 & 6.0 & 2.8 & 0.5 \\ 
  Technology and Infrastructure & Economy & 3.6 & 3.3 & 5.8 & 3.4 & 6.0 & 1.7 & 1.5 \\ 
  Traditional Morality & Culture & 3.4 & 3.1 & 2.8 & 3.1 & 2.8 & 4.1 & 4.3 \\ 
  Equality & Culture & 3.1 & 3.6 & 4.5 & 2.8 & 3.7 & 2.0 & 1.9 \\ 
  Political Authority & Other & 2.8 & 4.4 & 3.3 & 3.4 & 2.5 & 1.7 & 1.5 \\ 
  Decentralisation & Other & 2.5 & 2.5 & 2.5 & 2.7 & 2.7 & 2.3 & 2.5 \\ 
  Democracy & Other & 2.4 & 2.9 & 2.4 & 2.7 & 2.4 & 1.9 & 1.9 \\ 
  Agriculture and Farmers & Other & 2.3 & 2.3 & 2.7 & 2.4 & 3.2 & 1.5 & 1.5 \\ 
  Internationalism & Other & 2.3 & 2.2 & 2.5 & 2.2 & 2.7 & 1.9 & 2.3 \\ 
  Government Efficiency & Other & 2.1 & 2.3 & 2.9 & 2.2 & 2.7 & 1.4 & 1.0 \\ 
  Anti-Growth Economy & Economy & 2.0 & 1.8 & 3.4 & 1.9 & 3.5 & 1.0 & 0.5 \\ 
  Civid Mindedness & Culture & 1.9 & 1.6 & 1.9 & 1.9 & 2.1 & 2.1 & 1.6 \\ 
  Freedom and Human Rights & Other & 1.9 & 2.2 & 2.0 & 2.5 & 2.2 & 1.1 & 1.3 \\ 
  European Union & Other & 1.7 & 2.0 & 1.8 & 1.9 & 1.6 & 1.2 & 1.5 \\ 
  Economic Growth & Economy & 1.6 & 2.0 & 2.0 & 1.8 & 2.1 & 1.0 & 0.9 \\ 
  Economic Goals & Economy & 1.4 & 1.8 & 1.9 & 1.4 & 1.7 & 0.7 & 0.9 \\ 
  Labour Groups & Other & 1.4 & 1.6 & 2.3 & 1.3 & 2.3 & 0.7 & 0.3 \\ 
  Law and Order & Other & 1.4 & 2.0 & 2.4 & 1.2 & 1.6 & 0.8 & 0.4 \\ 
  Market Regulation & Economy & 1.4 & 1.7 & 2.1 & 1.5 & 2.0 & 0.6 & 0.3 \\ 
  Uncoded & Other & 1.3 & 1.4 & 1.4 & 1.1 & 1.1 & 1.3 & 1.5 \\ 
  Military & Other & 1.2 & 1.4 & 1.7 & 1.4 & 1.5 & 0.9 & 0.4 \\ 
  Economic Orthodoxy & Economy & 0.9 & 1.3 & 1.7 & 1.0 & 1.3 & 0.3 & 0.1 \\ 
  Incentives & Economy & 0.9 & 1.0 & 1.3 & 1.0 & 1.3 & 0.6 & 0.5 \\ 
  Underprivileged Minority Groups & Other & 0.9 & 0.7 & 1.1 & 0.6 & 1.0 & 0.9 & 0.8 \\ 
  Non-economic Demographic Groups & Other & 0.8 & 0.7 & 1.5 & 0.6 & 1.3 & 0.4 & 0.3 \\ 
  Foreign Special Relationships & Other & 0.7 & 0.7 & 0.6 & 0.7 & 0.6 & 0.6 & 0.7 \\ 
  Constitutionalism & Other & 0.6 & 0.5 & 0.6 & 0.6 & 0.6 & 0.5 & 0.5 \\ 
  Free Market Economy & Economy & 0.6 & 0.7 & 0.9 & 0.6 & 0.8 & 0.4 & 0.4 \\ 
  Political Corruption & Other & 0.5 & 0.8 & 0.8 & 0.4 & 0.6 & 0.3 & 0.2 \\ 
  Nationalism & Culture & 0.4 & 0.5 & 0.6 & 0.3 & 0.5 & 0.2 & 0.1 \\ 
  Peace & Other & 0.4 & 0.5 & 0.4 & 0.6 & 0.4 & 0.3 & 0.3 \\ 
  Anti-Imperialism & Other & 0.3 & 0.4 & 0.4 & 0.3 & 0.2 & 0.2 & 0.2 \\ 
  Controlled Economy & Economy & 0.3 & 0.3 & 0.4 & 0.3 & 0.4 & 0.2 & 0.1 \\ 
  Economic Planning & Economy & 0.3 & 0.2 & 0.4 & 0.3 & 0.5 & 0.2 & 0.1 \\ 
  Middle Class and Professional Groups & Other & 0.3 & 0.2 & 0.4 & 0.3 & 0.5 & 0.2 & 0.2 \\ 
  Protectionism & Economy & 0.3 & 0.3 & 0.4 & 0.3 & 0.4 & 0.2 & 0.1 \\ 
  Welfare State Limitation & Other & 0.3 & 0.3 & 0.5 & 0.4 & 0.5 & 0.2 & 0.1 \\ 
  Corporatism/Mixed Economy & Economy & 0.2 & 0.2 & 0.2 & 0.3 & 0.3 & 0.2 & 0.0 \\ 
  Centralisation & Other & 0.1 & 0.1 & 0.1 & 0.0 & 0.1 & 0.1 & 0.1 \\ 
  Keynesian Demand Management & Economy & 0.1 & 0.1 & 0.3 & 0.1 & 0.2 & 0.0 & 0.0 \\ 
  Marxist Analysis & Economy & 0.1 & 0.2 & 0.2 & 0.1 & 0.2 & 0.1 & 0.1 \\ 
  Education Limitation & Other & 0.0 & 0.0 & 0.0 & 0.0 & 0.0 & 0.0 & 0.0 \\ 
   \hline
\end{tabular}
\endgroup
\end{table}
